Deng, Yiting; Li, Yuexing; Song, Jing-Sheng Jeannette - 2022
By analyzing a large-scale transactions data set from a grocery chain, we observe that customers arrive randomly at a non-stationary rate, they usually purchase multiple products together and in continuous quantity, and products are often out of stock. However, extant demand estimation methods...